| Learning to generate long-term future via hierarchical prediction R Villegas, J Yang, Y Zou, S Sohn, X Lin, H Lee international conference on machine learning, 3560-3569, 2017 | 411 | 2017 |
| Hierarchical reinforcement learning for zero-shot generalization with subtask dependencies S Sohn, J Oh, H Lee Neural Information Processing Systems (NeurIPS), 2018., 2018 | 95* | 2018 |
| Method of fitting virtual item using human body model and system for providing fitting service of virtual item HW Kim, SW Lee, KN Kim, JS Choi, BK Koo, KS Cho, TJ Kim, SR Sohn, ... US Patent 9,607,419, 2017 | 72 | 2017 |
| Meta reinforcement learning with autonomous inference of subtask dependencies S Sohn, H Woo, J Choi, H Lee International Conference on Learning Representation (ICLR), 2020, 2020 | 46 | 2020 |
| Successor feature landmarks for long-horizon goal-conditioned reinforcement learning C Hoang, S Sohn, J Choi, W Carvalho, H Lee Advances in Neural Information Processing Systems 34, 26963-26975, 2021 | 23 | 2021 |
| Smart device and virtual experience providing server providing virtual experience service method using digitalexperience service method using digital clothes HW Kim, KS Cho, TJ Kim, SR Sohn, JS Choi, BK Koo, KN Kim US Patent App. 14/668,658, 2015 | 18 | 2015 |
| Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments W Carvalho, A Liang, K Lee, S Sohn, H Lee, RL Lewis, S Singh International Joint Conferences on Artificial Intelligence (IJCAI), 2021, 2020 | 12 | 2020 |
| Apparatus and method of reconstructing 3D clothing model TJ Kim, HW Kim, SR Sohn, KS Cho, KN Kim, JS Choi, BK Koo US Patent 9,542,769, 2017 | 9 | 2017 |
| Revisiting Gist-PCA hashing for near duplicate image detection H Kim, SR Sohn, J Kim Journal of Signal Processing Systems 91, 575-586, 2019 | 8 | 2019 |
| Facial age estimation via extended curvature Gabor filter J Kim, D Han, S Sohn, J Kim IEEE international conference on image processing (ICIP), 2015, 1165-1169, 2015 | 8 | 2015 |
| Unsupervised task graph generation from instructional video transcripts L Logeswaran, S Sohn, Y Jang, M Lee, H Lee arXiv preprint arXiv:2302.09173, 2023 | 4 | 2023 |
| Fast inference and transfer of compositional task structures for few-shot task generalization S Sohn, H Woo, J Choi, L Qiang, I Gur, A Faust, H Lee Uncertainty in Artificial Intelligence, 1857-1865, 2022 | 4 | 2022 |
| Multimodal subtask graph generation from instructional videos Y Jang, S Sohn, L Logeswaran, T Luo, M Lee, H Lee arXiv preprint arXiv:2302.08672, 2023 | 3 | 2023 |
| Supervised hashing via uncorrelated component analysis SR Sohn, H Kim, J Kim Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 3 | 2016 |
| A Picture is Worth a Thousand Words: Language Models Plan from Pixels AZ Liu, L Logeswaran, S Sohn, H Lee arXiv preprint arXiv:2303.09031, 2023 | 2 | 2023 |
| Learning Parameterized Task Structure for Generalization to Unseen Entities A Liu, S Sohn, M Qazwini, H Lee Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7534-7541, 2022 | 2 | 2022 |
| Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks S Sohn, S Lee, J Choi, H van Seijen, M Fatemi, H Lee International Conference on Machine Learning (ICML), 2021, 2021 | 2 | 2021 |
| ReSPack: A Large-Scale Rectilinear Steiner Tree Packing Data Generator and Benchmark K Lee, Y Park, HS Jeong, S Hong, D Yoon, S Sohn, M Kim, H Ko, M Lee, ... NeurIPS 2022 Workshop on Synthetic Data for Empowering ML Research, 2022 | 1 | 2022 |
| BRPO: Batch Residual Policy Optimization S Sohn, Y Chow, J Ooi, O Nachum, H Lee, E Chi, C Boutilier International Joint Conferences on Artificial Intelligence (IJCAI), 2020, 2020 | 1 | 2020 |
| Uncorrelated component analysis-based hashing S Sohn, H Kim, J Kim IEEE Transactions on Image Processing 26 (8), 3759-3774, 2017 | 1 | 2017 |
Honglak LeeLG AI Research / U. MichiganVerified email at umich.edu
